Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max
rf 0.9441186 0.7641247
bt 0.9143254 0.7360296
maxnet 0.8842235 0.6989812
gam 0.8978080 0.7107132
glm 0.8876196 0.6989812

Variable Importance